Monte Carlo Analysis of Impact of Underascertainment of Mesothelioma Cases on Underestimation of Risk

L. Kopylev, P. A. Sullivan, L. Vinikoor, T. Bateson
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引用次数: 9

Abstract

The accuracy of cancer mortality data varies across different cancers. Mortality records and death certificates may not always reflect the true cause of death for various reasons (e.g., misdiagnosis, improper recording on the death certificate, miscoding of the cause of death recorded on the death certificate). Mesothelioma, a rare tumor which is caused by exposure to asbestos, is a special case. Until 1999 when the 10 th revision of the International Classification of Diseases (ICD-10) introduced a specific mesothelioma code, mesothelioma deaths were coded to other causes (e.g., cancer of the pleura, cancer of other or ill-specified sites). Even after the introduction of this mesothelioma code, researchers have shown that estimates of mesothelioma mortality based on death certificates are still biased downward. This article reviews available literature with quantitative information on mesothelioma underascertainment, in particular on different rates of underestimation for pleural and peritoneal mesotheliomas, and suggests two approaches to estimating downward bias in absolute risk estimates due to mesothelioma underascertainment. The choice of approach used depends on whether the information on the proportion of peritoneal mesotheliomas is available. Both approaches are demonstrated and evaluated using a cohort of asbestos workers from Libby, MT. The methods developed in this article may be used in analyses of other asbestos cohorts and in methodologies to predict future mesothelioma burden in populations. Similar approaches can be used to assess the impact of underascertainment of other cancers on risk estimates of other chemicals.
间皮瘤病例低估对风险低估影响的蒙特卡罗分析
癌症死亡率数据的准确性因癌症而异。由于各种原因(例如误诊、在死亡证明上记录不当、在死亡证明上记录的死亡原因编码错误),死亡记录和死亡证明可能并不总是反映真实的死亡原因。间皮瘤是一种罕见的肿瘤,是由接触石棉引起的,是一个特例。直到1999年,国际疾病分类第十次修订(ICD-10)引入了一个特定的间皮瘤编码,间皮瘤死亡被编码为其他原因(例如,胸膜癌、其他或不明确部位的癌症)。即使在引入这个间皮瘤代码之后,研究人员已经表明,基于死亡证明的间皮瘤死亡率估计仍然是向下倾斜的。本文回顾了关于间皮瘤未充分确定的定量信息的现有文献,特别是胸膜间皮瘤和腹膜间皮瘤的不同低估率,并提出了两种方法来估计由于间皮瘤未充分确定而导致的绝对风险估计的向下偏差。选择何种入路取决于是否有腹膜间皮瘤比例的信息。这两种方法都通过一组来自MT. Libby的石棉工人进行了演示和评估。本文中开发的方法可以用于分析其他石棉人群,并用于预测人群中未来间皮瘤负担的方法。类似的方法可以用来评估其他癌症的不确定对其他化学品的风险估计的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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